Table 1 Subject-specific experiments results using CHB-MIT dataset.
From: Synchronization-based graph spatio-temporal attention network for seizure prediction
Patient | ACC | SEN | SPE | FPR | F1-score |
---|---|---|---|---|---|
Chb1 | 99.95 | 99.95 | 99.95 | 0.000 | 99.95 |
Chb2 | 97.63 | 98.23 | 97.61 | 0.024 | 97.59 |
Chb3 | 98.14 | 96.82 | 99.21 | 0.008 | 97.70 |
Chb5 | 96.93 | 96.04 | 98.33 | 0.017 | 97.03 |
Chb6 | 95.80 | 96.74 | 95.29 | 0.047 | 95.27 |
Chb7 | 98.78 | 98.67 | 98.79 | 0.012 | 98.61 |
Chb9 | 97.69 | 97.49 | 98.07 | 0.019 | 97.70 |
Chb10 | 98.99 | 98.27 | 96.68 | 0.033 | 97.07 |
Chb11 | 98.60 | 97.08 | 97.94 | 0.021 | 96.89 |
Chb13 | 98.59 | 97.99 | 98.92 | 0.011 | 97.70 |
Chb14 | 98.85 | 100.00 | 98.16 | 0.018 | 98.48 |
Chb16 | 98.44 | 98.24 | 96.52 | 0.035 | 96.81 |
Chb17 | 98.66 | 99.82 | 97.73 | 0.023 | 98.56 |
Chb18 | 98.09 | 97.84 | 95.93 | 0.041 | 95.47 |
Chb19 | 99.51 | 99.01 | 99.83 | 0.002 | 99.34 |
Chb20 | 98.81 | 98.23 | 99.83 | 0.002 | 98.87 |
Chb21 | 95.93 | 95.94 | 96.18 | 0.038 | 95.94 |
Chb22 | 97.96 | 97.76 | 98.39 | 0.016 | 98.05 |
Chb23 | 98.51 | 94.95 | 99.95 | 0.000 | 97.36 |
average | 98.20 | 97.85 | 98.07 | 0.019 | 97.60 |